Abstract
Artificial Intelligence (AI) has revolutionized various fields, especially synthetic data generation. Within this context, generative networks have emerged as powerful tools capable of creating realistic images based on existing datasets. The three main generative networks today are: (i) Generative Adversarial Networks (GANs), (ii) Conditional Generative Adversarial Networks (CGANs), and …